Data driven digital twins for industrial automation device operation enhancement

A method, comprising:

• receiving, via a first computing device, operational technology (OT) data from one or more industrial devices of an industrial system;
• determining, via the first computing device, one or more identifiers of the one or more industrial devices based on the OT data;
• determining, via the first computing device, that the OT data comprises one or more data attributes having one or more variations as compared to additional OT data;
• transmitting, via the first computing device, the one or more identifiers and the one or more data attributes to a second computing device in response to determining that the one or more data attributions have the one or more variations;
• receiving, via the first computing device, one or more containers comprising one or more updated digital representations of the one or more industrial devices from the second computing device;
• executing, via the first computing device, the one or more containers configured to output one or more additional data attributes;
• and
• sending, via the first computing device, one or more commands to the one or more industrial devices to modify one or more processes based the one or more additional data attributes.

A non-transitory, computer-readable medium storing instructions that, when executed by one or more processors, are configured to cause the one or more processors to perform operations comprising:

• receiving operational technology (OT) data from one or more industrial devices of an industrial system;
• determining one or more identifiers of the one or more industrial devices based on the OT data;
• determining that the OT data comprises one or more data attributes having one or more variations as compared to additional OT data;
• transmitting the one or more identifiers and the one or more data attributes to a computing device in response to determining that the one or more data attributes have the one or more variations;
• receiving one or more containers comprising one or more updated digital representations of the one or more industrial devices from the computing device;
• executing the one or more containers configured to output one or more additional data attributes;
• and
• sending one or more commands to the one or more industrial devices to modify one or more processes based the one or more additional data attributes.